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In 2020, HALO AI entered and placed as a 2nd-Round Finalist in the Pandemic Response X-Prize, as the sole quantum competitor, and the only competitor that did not use healthcare data as a key variable in its algorithm.
The HALO model was generated via algorithms created by HALO AI, and implemented on the D-Wave Quantum Computing Platform.


Utilizing D-Wave, HALO was able to generate a predictive model of Covid transmission sufficiently accurate to progress beyond the elimination round, and to achieve superior results relative to most models submitted utilizing classical computing. This model is an example of hybrid-quantum computing, where an AI utilizing one variety of quantum inputs - the environmental pattern sampling of AEM, HALO's MTJ-TRNG array - creates an algorithm that is run on a D-Wave quantum computer. The team believes that this is a truly novel example of a new, practical use of MTJ - TRNG technology.

(Magnetoresistive Tunnel Junction - True Random Number Generator)

 

 

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H.A.L.O. QI - Predicted Weekly New COVID-19 Cases By Country

Effects of Non-Pharmaceutical Interventions (NPIs) on Global New COVID-19 Cases Per 30 Days
Oxford Government Response Tracker Database
235 Global Regions with 14 Specialty Regions

Control

vs

Blockchain

AI-Predicted Daily New COVID-19 Cases By Country

Country
Region
Date
Predicted Daily New Cases
Daily New Cases Pre-H.A.L.O.
Words
United States
Arizona
02/24/2021
75.7548442
78.36306734
ehh
United States
Arizona
02/25/2021
0
0
greinke
United States
Arizona
02/26/2021
483.3075626
498.8572291
whitestone
United States
Arizona
02/27/2021
341.8570303
352.471333
zurawik
United States
Arizona
02/28/2021
0
0
fructose
United States
Arizona
03/01/2021
0
0
artiste
United States
Arizona
03/02/2021
613.5785601
630.5686398
harmonizes
United States
Arizona
03/03/2021
5.138315455
5.27486825
fsln
United States
Arizona
03/04/2021
0
0
peers
United States
Arizona
03/05/2021
418.979515
429.1829866
things
United States
Arizona
03/06/2021
279.476941
285.9735588
caltech
United States
Arizona
03/07/2021
0
0
thrombosis
United States
Arizona
03/08/2021
0
0
service
United States
Alaska
05/28/2021
0
0
rescission
United States
Alaska
05/29/2021
0
0
effusion
United States
Alaska
05/30/2021
0
0
imelda
United States
Alaska
05/31/2021
0
0
suellen
United States
Alaska
06/01/2021
0
0
short-sellers
United States
Alaska
06/02/2021
15.39935488
15.0740941
detroit-based
United States
Alaska
06/03/2021
0
0
above-normal
United States
Alaska
06/04/2021
0
0
socialized
United States
Alaska
06/05/2021
0
0
yearn
United States
Alaska
06/06/2021
0
0
high-percentage
United States
Alaska
06/07/2021
0
0
foreword
United States
Alaska
06/08/2021
0
0
brethren
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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